{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "2c94b7b2",
   "metadata": {},
   "outputs": [],
   "source": [
    "#数据可视化"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "098b270b",
   "metadata": {},
   "source": [
    "### 基础"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "61960210",
   "metadata": {},
   "source": [
    "#### 图形绘制"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "7cfa5ceb",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(-1.0, 10.0, -1.5, 1.5)"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 900x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "x = np.linspace(0,2*np.pi) #x轴\n",
    "y = np.sin(x) #y轴\n",
    "#绘制图形\n",
    "#调整尺寸\n",
    "plt.figure(figsize=(9,6))\n",
    "plt.plot(x,y)\n",
    "#设置网格线\n",
    "plt.grid(linestyle = '--',# 样式\n",
    "         color = 'green',# 网格线颜色\n",
    "         alpha = 0.75) # 透明度\n",
    "#设置坐标轴范围\n",
    "plt.axis([-1,10,-1.5,1.5]) #-1,10是x轴，-1.5，1.5是Y轴\n",
    "#plt.xlim([-1,10])\n",
    "#plt.ylim([-1.5,1.5])"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2efb1f1b",
   "metadata": {},
   "source": [
    "#### 坐标轴刻度、标签、标题"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "45501e05",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'STLiti', 'Verdana', 'STIXGeneral', 'LiSu', 'Microsoft YaHei', 'Comic Sans MS', 'Trebuchet MS', 'MS Gothic', 'cmsy10', 'Segoe UI Symbol', 'FZShuTi', 'STIXSizeOneSym', 'DejaVu Sans', 'Microsoft Yi Baiti', 'Wingdings 3', 'cmmi10', 'STXinwei', 'Tahoma', 'STIXSizeThreeSym', 'Segoe UI Emoji', 'DengXian', 'Leelawadee UI', 'Lucida Sans Unicode', 'Palatino Linotype', 'Ink Free', 'DejaVu Sans Display', 'STFangsong', 'MT Extra', 'Microsoft New Tai Lue', 'YouYuan', 'Lucida Console', 'Symbol', 'Calibri', 'Georgia', 'STIXNonUnicode', 'Franklin Gothic Medium', 'Microsoft Himalaya', 'Malgun Gothic', 'cmex10', 'SimSun-ExtB', 'Microsoft Sans Serif', 'Leelawadee', 'Gabriola', 'KaiTi', 'MingLiU-ExtB', 'FangSong', 'DejaVu Math TeX Gyre', 'STHupo', 'Segoe Script', 'Bahnschrift', 'SimHei', 'MV Boli', 'Wingdings', 'Sitka Small', 'Arial Unicode MS', 'Corbel', 'STSong', 'cmb10', 'Microsoft PhagsPa', 'Microsoft Uighur', 'Impact', 'Microsoft Tai Le', 'Consolas', 'Arial', 'STXingkai', 'Myanmar Text', 'cmr10', 'cmtt10', 'Constantia', 'STCaiyun', 'Microsoft JhengHei', 'STZhongsong', 'Mongolian Baiti', 'DejaVu Sans Mono', 'STXihei', 'cmss10', 'Segoe MDL2 Assets', 'SimSun', 'Segoe UI Historic', 'DejaVu Serif', 'Century', 'Nirmala UI', 'Sylfaen', 'STIXSizeFourSym', 'STKaiti', 'STIXSizeTwoSym', 'Wingdings 2', 'Times New Roman', 'Gadugi', 'FZYaoTi', 'Javanese Text', 'HoloLens MDL2 Assets', 'Ebrima', 'Segoe UI', 'Courier New', 'Cambria', 'STIXSizeFiveSym', 'DejaVu Serif Display', 'Candara', 'Segoe Print', 'Yu Gothic', 'Webdings'}\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, '正弦波')"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "d:\\developer\\python\\396\\lib\\site-packages\\IPython\\core\\events.py:82: UserWarning: Glyph 27491 (\\N{CJK UNIFIED IDEOGRAPH-6B63}) missing from current font.\n",
      "  func(*args, **kwargs)\n",
      "d:\\developer\\python\\396\\lib\\site-packages\\IPython\\core\\events.py:82: UserWarning: Glyph 24358 (\\N{CJK UNIFIED IDEOGRAPH-5F26}) missing from current font.\n",
      "  func(*args, **kwargs)\n",
      "d:\\developer\\python\\396\\lib\\site-packages\\IPython\\core\\events.py:82: UserWarning: Glyph 27874 (\\N{CJK UNIFIED IDEOGRAPH-6CE2}) missing from current font.\n",
      "  func(*args, **kwargs)\n",
      "d:\\developer\\python\\396\\lib\\site-packages\\IPython\\core\\pylabtools.py:152: UserWarning: Glyph 27491 (\\N{CJK UNIFIED IDEOGRAPH-6B63}) missing from current font.\n",
      "  fig.canvas.print_figure(bytes_io, **kw)\n",
      "d:\\developer\\python\\396\\lib\\site-packages\\IPython\\core\\pylabtools.py:152: UserWarning: Glyph 24358 (\\N{CJK UNIFIED IDEOGRAPH-5F26}) missing from current font.\n",
      "  fig.canvas.print_figure(bytes_io, **kw)\n",
      "d:\\developer\\python\\396\\lib\\site-packages\\IPython\\core\\pylabtools.py:152: UserWarning: Glyph 27874 (\\N{CJK UNIFIED IDEOGRAPH-6CE2}) missing from current font.\n",
      "  fig.canvas.print_figure(bytes_io, **kw)\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "# 1、图形绘制\n",
    "x = np.linspace(0,2*np.pi) # x轴\n",
    "# y轴\n",
    "y = np.sin(x) # 正弦\n",
    "plt.plot(x,y)\n",
    "# 2、设置x轴y轴刻度\n",
    "plt.xticks(np.arange(0,7,np.pi/2))\n",
    "plt.yticks([-1,0,1])\n",
    "# 3、设置x轴y轴刻度标签\n",
    "_ = plt.yticks(ticks = [-1,0,1],labels=['min','   0   ','max'],fontsize = 20,ha = 'right')\n",
    "font={'family':'serif','style':'italic','weight':'normal','color':'red','size':16}\n",
    "_ = plt.xticks(ticks = np.arange(0,7,np.pi/2),\n",
    "               # LaTex语法，输入格式为：r'$\\sigma$'  #其中的sigma对应于希腊字母的σ\n",
    "               labels = ['0',r'$\\frac{\\pi}{2}$',r'$\\pi$',r'$\\frac{3\\pi}{2}$',r'$2\\pi$'],\n",
    "               fontsize = 20,\n",
    "               fontweight = 'normal',\n",
    "               color = 'red')\n",
    "# 4、坐标轴标签，标题\n",
    "plt.ylabel('y = sin(x)',rotation = 0,\n",
    "           horizontalalignment = 'right',fontstyle = 'normal',fontsize = 20)\n",
    "# 获取电脑上的字体库\n",
    "from matplotlib.font_manager import FontManager\n",
    "fm = FontManager()\n",
    "mat_fonts = set(f.name for f in fm.ttflist)\n",
    "print(mat_fonts)\n",
    "plt.rcParams['font.sans-serif'] = 'Courier New' # 设置宋体，显示中文\n",
    "plt.title('正弦波')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0019d8db",
   "metadata": {},
   "source": [
    "#### 图例"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "ef44517a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.legend.Legend at 0x229e6b454c0>"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 900x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#plt的label属性\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "# 1、图形绘制\n",
    "x = np.linspace(0,2*np.pi) # x轴\n",
    "# y轴\n",
    "y = np.sin(x) # 正弦\n",
    "# 绘制线形图\n",
    "# 调整尺寸\n",
    "plt.figure(figsize=(9,6))\n",
    "plt.plot(x,y)\n",
    "#图例\n",
    "plt.plot(x,np.cos(x))\n",
    "plt.legend(['Sin','Cos'],fontsize = 18,loc = 'center',ncol = 2,bbox_to_anchor = [0,1.05,1,0.2])"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "cfb2c811",
   "metadata": {},
   "source": [
    "#### 脊柱移动"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "0bd4c432",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 900x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "x = np.linspace(-np.pi,np.pi,50)\n",
    "plt.rcParams['axes.unicode_minus'] = False\n",
    "plt.figure(figsize=(9,6))\n",
    "plt.plot(x,np.sin(x),x,np.cos(x))\n",
    "ax = plt.gca() # 获取当前视图\n",
    "# 右边和上面脊柱消失\n",
    "ax.spines['right'].set_color('white')\n",
    "ax.spines['top'].set_color('#FFFFFF')\n",
    "\n",
    "# 设置下面左边脊柱位置，data表示数据，axes表示相对位置0~1\n",
    "ax.spines['bottom'].set_position(('data',0))\n",
    "ax.spines['left'].set_position(('data',0))\n",
    "\n",
    "plt.yticks([-1,0,1],labels=['-1','0','1'],fontsize = 18)\n",
    "_ = plt.xticks([-np.pi,-np.pi/2,np.pi/2,np.pi],\n",
    "           labels=[r'$-\\pi$',r'$-\\frac{\\pi}{2}$',r'$\\frac{\\pi}{2}$',r'$\\pi$'],\n",
    "           fontsize = 18)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "85e16d8f",
   "metadata": {},
   "source": [
    "#### 保存图片"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "141cf6d5",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "# 1、图形绘制\n",
    "x = np.linspace(0,2*np.pi) # x轴\n",
    "# y轴\n",
    "y = np.sin(x) # 正弦波\n",
    "plt.figure(linewidth = 4)\n",
    "plt.plot(x,y,color = 'red')\n",
    "plt.plot(x,np.cos(x),color = 'k') # 余弦波\n",
    "\n",
    "ax = plt.gca() # 获取视图\n",
    "ax.set_facecolor('lightgreen') # 设置视图背景颜色\n",
    "# 2、图例\n",
    "plt.legend(['Sin','Cos'],fontsize = 18,loc = 'center',ncol = 2,bbox_to_anchor = [0,1.05,1,0.2])\n",
    "# plt.tight_layout() # 自动调整布局空间，就不会出现图片保存不完整\n",
    "plt.savefig('./基础5.png', # 文件名：png、jpg、pdf\n",
    "            dpi = 100, # 保存图片像素密度\n",
    "            facecolor = 'violet', # 视图与边界之间颜色设置\n",
    "            edgecolor = 'lightgreen', # 视图边界颜色设置\n",
    "            bbox_inches = 'tight')# 保存图片完整"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "57783ed6",
   "metadata": {},
   "source": [
    "### 风格和颜色"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "89634818",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[<matplotlib.lines.Line2D at 0x2224b892af0>]"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "x = np.linspace(0,2*np.pi,20)\n",
    "y1 = np.sin(x)\n",
    "y2 = np.cos(x)\n",
    "\n",
    "# 设置颜色，线型，点型\n",
    "#coler、ls、marker\n",
    "plt.plot(x,y1,color = 'indigo',ls = '-.',marker = 'p')\n",
    "plt.plot(x,y2,color = '#FF00EE',ls = '--',marker = 'o')\n",
    "plt.plot(x,y1 + y2,color = (0.2,0.7,0.2),marker = '*',ls = ':')\n",
    "plt.plot(x,y1 + 2*y2,linewidth = 3,alpha = 0.7,color = 'orange') # 线宽、透明度\n",
    "plt.plot(x,2*y1 - y2,'bo--') # 参数连用"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "efbdecde",
   "metadata": {},
   "outputs": [
    {
     "ename": "NameError",
     "evalue": "name 'plt' is not defined",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mNameError\u001b[0m                                 Traceback (most recent call last)",
      "Cell \u001b[1;32mIn[1], line 6\u001b[0m\n\u001b[0;32m      4\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m np\u001b[38;5;241m.\u001b[39mexp(\u001b[38;5;241m-\u001b[39mx) \u001b[38;5;241m*\u001b[39m np\u001b[38;5;241m.\u001b[39mcos(\u001b[38;5;241m2\u001b[39m\u001b[38;5;241m*\u001b[39mnp\u001b[38;5;241m.\u001b[39mpi\u001b[38;5;241m*\u001b[39mx)\n\u001b[0;32m      5\u001b[0m x \u001b[38;5;241m=\u001b[39m np\u001b[38;5;241m.\u001b[39mlinspace(\u001b[38;5;241m0\u001b[39m,\u001b[38;5;241m5\u001b[39m,\u001b[38;5;241m50\u001b[39m)\n\u001b[1;32m----> 6\u001b[0m \u001b[43mplt\u001b[49m\u001b[38;5;241m.\u001b[39mfigure(figsize\u001b[38;5;241m=\u001b[39m(\u001b[38;5;241m9\u001b[39m,\u001b[38;5;241m6\u001b[39m))\n\u001b[0;32m      7\u001b[0m plt\u001b[38;5;241m.\u001b[39mplot(x,f(x),color \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mpurple\u001b[39m\u001b[38;5;124m'\u001b[39m,\n\u001b[0;32m      8\u001b[0m          marker \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mo\u001b[39m\u001b[38;5;124m'\u001b[39m,\n\u001b[0;32m      9\u001b[0m          ls \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124m--\u001b[39m\u001b[38;5;124m'\u001b[39m,\n\u001b[1;32m   (...)\u001b[0m\n\u001b[0;32m     14\u001b[0m          markeredgecolor \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mgreen\u001b[39m\u001b[38;5;124m'\u001b[39m,\u001b[38;5;66;03m#点边缘颜色\u001b[39;00m\n\u001b[0;32m     15\u001b[0m          markeredgewidth \u001b[38;5;241m=\u001b[39m \u001b[38;5;241m3\u001b[39m)\u001b[38;5;66;03m#点边缘宽度\u001b[39;00m\n\u001b[0;32m     16\u001b[0m plt\u001b[38;5;241m.\u001b[39mxticks(size \u001b[38;5;241m=\u001b[39m \u001b[38;5;241m18\u001b[39m) \u001b[38;5;66;03m# 设置刻度大小\u001b[39;00m\n",
      "\u001b[1;31mNameError\u001b[0m: name 'plt' is not defined"
     ]
    }
   ],
   "source": [
    "import numpy as np\n",
    "import pandas as pd\n",
    "def f(x):\n",
    "    return np.exp(-x) * np.cos(2*np.pi*x)\n",
    "x = np.linspace(0,5,50)\n",
    "plt.figure(figsize=(9,6))\n",
    "plt.plot(x,f(x),color = 'purple',\n",
    "         marker = 'o',\n",
    "         ls = '--',\n",
    "         lw = 2,\n",
    "         alpha = 0.6,\n",
    "         markerfacecolor = 'red',# 点颜色\n",
    "         markersize = 10,# 点大小\n",
    "         markeredgecolor = 'green',#点边缘颜色\n",
    "         markeredgewidth = 3)#点边缘宽度\n",
    "plt.xticks(size = 18) # 设置刻度大小\n",
    "plt.yticks(size = 18)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1e7326fb",
   "metadata": {},
   "source": [
    "### 多图布局"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4027b236",
   "metadata": {},
   "source": [
    "#### 子视图"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "e6d7e85f",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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